GitHub
chunking-strategies
Document chunking strategies for RAG systems. Use when implementing document processing pipelines to determine optimal chunking approaches based on document type and retrieval requirements.
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content media documents AI Skills
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Categories: content media documents
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GitHub
ralph-tasks
Convert PRDs in markdown files or text to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, t...
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GitHub
summarizer
Generate summaries of documents, code, and conversations. Use for documentation, reports, and content condensation.
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GitHub
pdf-generator
Generate formatted PDF documents with text, tables, and images. Use for reports, documentation, and formal documents.
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GitHub
excel-generator
Generate Excel workbooks with formulas, charts, and formatting. Use for financial reports, data analysis, dashboards, and structured data presentation.
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GitHub
powerpoint-generator
Generate professional PowerPoint presentations with slides, charts, and transitions. Use for executive presentations, reports, and visual communication.
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GitHub
rerank-service
文档重排序服务（Reranker）。基于深度学习模型对检索候选结果进行细粒度相关性打分与重新排序，显著提升检索结果的精准度（Top-K 准确率）。
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GitHub
ocr-service
高精度光学字符识别（OCR）服务。支持多语言、多格式图像的文字检测与提取，并提供文本区域坐标与置信度评分，适用于文档数字化与图像内容分析。
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GitHub
user-files
Search and read user's uploaded files (PDFs, markdown, images, documents)
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GitHub
tech-design-doc
Generate technical design documents with proper structure, diagrams, and implementation details. Default language is English unless user requests Chinese.
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GitHub
process-transcript
Process a VTT transcript into a comprehensive, multi-tab HTML dashboard using specialized analysis agents. Use when the user provides a .vtt file, has a transcript to process, or mentions a meeting recording. T...
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GitHub
analyze-meeting
Extract insights from a meeting transcript including summary, action items, decisions, and key topics. Use when the user wants to analyze a transcript, extract meeting notes, find action items, or summarize a m...
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GitHub
doctor-intake
Convert the user's raw description into a clinically precise intake note suitable for handoff to another agent or human. Captures symptoms, normalizes terminology, and separates observation from belief.
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GitHub
consolidate-transcripts
Consolidate transcripts from a channel into a single file, sorted by date (newest first), up to 800K tokens. Use when preparing transcripts for LLM context or bulk analysis.
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GitHub
download-transcripts
Download YouTube transcripts for videos tracked in a CSV file. Use when you need to download transcripts in bulk with progress tracking, fetching transcripts overnight, processing video libraries, or when the u...
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GitHub
download-all-transcripts
Download transcripts for all data folders sequentially. Use for overnight batch processing or when you need to download pending transcripts across all channels and collections.
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GitHub
analyzing-research-papers
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings. Use when reading papers from PDFs, DOIs, or URLs to create s...
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GitHub
python-json
UTF-8 JSON file I/O utilities to avoid Windows encoding issues (CP-1252 vs UTF-8)
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GitHub
web-scraping
Web scraping toolkit using MCP scraper tools. Invoked when extracting content from web pages, converting HTML to markdown, extracting plain text, or harvesting links from URLs. Provides four specialized tools f...
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GitHub
pandoc
This skill should be used when converting documents between formats (Markdown, DOCX, PDF, HTML, LaTeX, etc.) using pandoc. Use for format conversion, document generation, and preparing markdown for Google Docs...
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GitHub
datasheet-interpreter
Extracts key specifications from component datasheet PDFs for maker projects. Use when user shares a datasheet PDF URL, asks about component specs, needs pin assignments, I2C addresses, timing requirements, or...
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GitHub
adf-json-example
Fetch raw ADF JSON data from a Confluence page URL. Use this skill when you need to see real-world ADF examples, understand how Confluence represents specific elements, debug ADF parsing, or create test samples...
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GitHub
chatmemo-update
This skill should be used when a user wants to create Chat Memo update release materials, specifically to generate an HTML poster and a markdown update description document for a new version release. Use this w...
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GitHub
resume-builder
Generate beautiful, professionally designed resumes as 1-2 page PDFs. Creates clean, sophisticated layouts that balance visual appeal with readability, tailored to specific job opportunities when provided.
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